AnglE-LLaMA-13B

Reported on 5 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing5 results

Semantic Textual SimilarityonSTS14
Spearman Correlation· 2023-09-22
0.8689
SOTA
AnglE-optimized Text Embeddings arXiv:2309.12871
Semantic Textual SimilarityonSTS15
Spearman Correlation· 2023-09-22
0.8956
best: 0.9004 (PromptEOL+CSE+LLaMA-30B)
AnglE-optimized Text Embeddings arXiv:2309.12871
Semantic Textual SimilarityonSTS Benchmark
Spearman Correlation· 2023-09-22
0.8969
best: 0.931 (Mnet-Sim)
AnglE-optimized Text Embeddings arXiv:2309.12871
Semantic Textual SimilarityonSTS12
Spearman Correlation· 2023-09-22
0.7868
best: 0.802 (PromptEOL+CSE+OPT-13B)
AnglE-optimized Text Embeddings arXiv:2309.12871
Semantic Textual SimilarityonSTS16
Spearman Correlation· 2023-09-22
0.87
AnglE-optimized Text Embeddings arXiv:2309.12871